Short CourseLarge Language Models with Semantic SearchLearn to use LLMs to enhance search and summarize results, using Cohere Rerank and embeddings for dense retrieval.EmbeddingsNLPRAGSearch and RetrievalVector DatabasesCohere
Short CourseUnderstanding and Applying Text EmbeddingsLearn how to accelerate the application development process with text embeddings for sentence and paragraph meaning.EmbeddingsGenAI ApplicationsNLPRAGSearch and RetrievalGoogle Cloud
Short CourseMultimodal RAG: Chat with VideosBuild an interactive system for querying video content using multimodal AIComputer VisionEmbeddingsMultiModalNLPRAGSearch and RetrievalVector DatabasesIntel
Short CourseHow Transformer LLMs WorkUnderstand the transformer architecture that powers LLMs to use them more effectively.Deep LearningEmbeddingsGenAI ApplicationsLLMOpsMachine LearningNLPRAGTransformersJay Alammar, Maarten Grootendorst
Short CourseAttention in Transformers: Concepts and Code in PyTorchUnderstand and implement the attention mechanism, a key element of transformer-based LLMs, using PyTorch.Deep LearningEmbeddingsGenAI ApplicationsMachine LearningNLPTransformersStatQuest
